{"id":"W4285239531","doi":"10.1590/1980-265x-tce-2021-0157pt","title":"PRÉ-FRAGILIDADE EM PESSOAS IDOSAS: PREVALÊNCIA E FATORES ASSOCIADOS","year":2022,"lang":"pt","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002509182,0.001714169,0.002401364,0.0007515873,0.001656483,0.0004646527,0.00224474,0.0006581308,0.04723794],"category_scores_gemma":[0.001944497,0.001919917,0.00115578,0.001544638,0.0004630252,0.0007268197,0.002479801,0.004059595,0.004321023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670864,"about_ca_system_score_gemma":0.001342734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000739731,"about_ca_topic_score_gemma":0.0006110127,"domain_scores_codex":[0.9867086,0.001869756,0.002528956,0.002433768,0.00363045,0.002828429],"domain_scores_gemma":[0.9927035,0.001071713,0.001252169,0.003047917,0.0006821207,0.001242578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001458074,0.003226053,0.02333608,0.001392431,0.002560982,0.00330921,0.05689557,0.0002024271,0.005164196,0.002131265,0.7801532,0.1201706],"study_design_scores_gemma":[0.0177672,0.00332324,0.1128319,0.001155238,0.002850797,0.0007623248,0.03291178,0.003884627,0.001719131,0.0006053059,0.8185329,0.003655552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.825291,0.03804453,0.001102041,0.01936623,0.01551605,0.01314195,0.004346324,0.00335031,0.07984155],"genre_scores_gemma":[0.8134751,0.0001565988,0.0001562823,0.006784835,0.001577414,0.0008264285,0.0006089035,0.0004223048,0.1759922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116515,"threshold_uncertainty_score":0.9996432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2731185506146115,"score_gpt":0.4423175204173634,"score_spread":0.169198969802752,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}